Blueprint

System Data Flow

Entry Point

Process Node

Data Store

Output

Experimentalv1.0.0

Social Simulator

Marketing

Predicts how creative variables affect reach, saves, and downstream demand.

Logic Breakdown

Scores creative based on hook clarity, specificity, and proof density; simulates distribution outcomes. Structured creative metadata to support attribution stitching and consistent reporting.

Architecture Decisions

01Predicts how creative variables affect reach, saves, and downstream demand.
02Scores creative based on hook clarity, specificity, and proof density; simulates distribution outcomes.
03Structured creative metadata to support attribution stitching and consistent reporting.

Code Snippet

typescript

social-simulator.ts

export function creativeScore({
  hookWords,
  proofCount,
  specificity,
}: {
  hookWords: number;
  proofCount: number;
  specificity: number;
}) {
  const hook = Math.min(35, (12 / Math.max(1, hookWords)) * 35);
  const proof = Math.min(35, proofCount * 12);
  const spec = Math.min(30, specificity);
  return Math.round(hook + proof + spec);
}

Key Dependencies

Creative Testing—Core stack component

Narrative—Core stack component

Distribution—Core stack component

Technical Spec

Pillar: Marketing
Focus: Velocity
Inputs: Creative